Robust Estimation of Multivariate Location and Scatter in the Presence of Missing Data

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Documentation for package ‘GSE’ version 3.0

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auto Automobile data
boston Boston Housing Data
calcium Calcium data
CovEM Gaussian MLE of mean and covariance
CovRobMiss-class Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
CovRobMissSc-class Class "CovRobMissSc" - a subclass of "CovRobMiss" with scale estimate
emve Extended Minimum Volume Ellipsoid (EMVE) in the presence of missing data
emve-class Extended Minimum Volume Ellipsoid (EMVE) in the presence of missing data.
getCandidates Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getCandidates-method Extended Minimum Volume Ellipsoid (EMVE) in the presence of missing data.
getCandidates-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getDim Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getDim-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getDim-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getDist Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getDist-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getDist-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getDistAdj Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getDistAdj-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getDistAdj-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getLocation Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getLocation-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getLocation-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getMissing Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getMissing-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getMissing-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getOutliers Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getOutliers-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getOutliers-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getScale Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getScale-method Class "CovRobMissSc" - a subclass of "CovRobMiss" with scale estimate
getScale-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getScatter Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
getScatter-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getScatter-methods Accessor methods to the essential slots of classes CovRobMiss, GSE, emve, and HuberPairwise
GSE Generalized S-Estimator in the presence of missing data
GSE-class Generalized S-Estimator in the presence of missing data
horse Horse-colic data
HuberPairwise Quadrant Covariance and Huberized Pairwise Scatter
HuberPairwise-class Quadrant Covariance and Huberized Pairwise Scatter
partial.mahalanobis Partial Square Mahalanobis Distance
plot Plot methods for objects of class 'CovRobMiss'
plot-method Plot methods for objects of class 'CovRobMiss'
show-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
show-method Class "SummaryCov" - displaying summary of "CovRobMiss" objects
slrt LRT-based distances between matrices
summary-method Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
SummaryCov-class Class "SummaryCov" - displaying summary of "CovRobMiss" objects
wages Wages and Hours